Transformers

Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts ACL 2026 See the Forest for the Trees: Loosely Speculative Decoding via Visual-Semantic Guidance for Efficient Inference of Video LLMs ACL 2026 Segment and Matte Anything in a Unified Model AAAI 2026 Self-Indexing KVCache: Predicting Sparse Attention from Compressed Keys AAAI 2026 Sentient: Detecting APTs via Capturing Indirect Dependencies and Behavioral Logic AAAI 2026 Sentiment Analysis of Yelp Review Dataset: A Comparative Study of Machine Learning Methods ACL 2026 SG-UniBuc-NLP at SemEval-2026 Task 6: Multi-Head RoBERTa with Chunking for Long-Context Evasion Detection SemEval 2026 SigFusion: Unified Signal-Level Self-Supervised Learning Paradigm for Image Fusion AAAI 2026 SilkPeak at SemEval-2026 Task 6: When Politicians Dodge — Unmasking Evasion in Political Interviews through Joint Multi-Task Transformer Learning SemEval 2026 SimDiff: Simpler Yet Better Diffusion Model for Time Series Point Forecasting AAAI 2026 SketchFaceGS: Real-Time Sketch-Driven Face Editing and Generation with Gaussian Splatting CVPR 2026 SLCFormer: Spectral-Local Context Transformer with Physics-Grounded Flare Synthesis for Nighttime Flare Removal AAAI 2026 SMVRT: Implicit Human 3D Modeling Using Sparse Multi-View Volumetric Reconstruction with Transformer Fusion CVPR 2026 SO(3)-Equivariant ViT-Adapter for Data-Efficient Zero-Shot Sim-to-Real Indoor Panoramic Depth Estimation CVPR 2026 Sonnet: Spectral Operator Neural Network for Multivariable Time Series Forecasting AAAI 2026 Sortblock: Similarity-Aware Feature Reuse for Diffusion Model AAAI 2026 SPAR-Det: Segmentation-guided and Prior-Aided Routing for Small Object Detection WACV 2026 Sparse-Scale Transformer with Bidirectional Awareness for Time Series Forecasting AAAI 2026 Sparse-vDiT: Unleashing the Power of Sparse Attention to Accelerate Video Diffusion Transformers AAAI 2026 SparseWorld-TC: Trajectory-Conditioned Sparse Occupancy World Model CVPR 2026 Sparsity-Aware Voxel Attention and Foreground Modulation for 3D Semantic Scene Completion CVPR 2026 Spatially-Guided Self-Attention Refinement for Zero-Shot Hair Segmentation (Student Abstract) AAAI 2026 SpikCommander: A High-performance Spiking Transformer with Multi-view Learning for Efficient Speech Command Recognition AAAI 2026 Spikingformer: A Key Foundation Model for Spiking Neural Networks AAAI 2026 SRA-Det: Learning Omni-Grained Open-Vocabulary Detection Beyond Category Names CVPR 2026